Population genetics of horticultural crops aided by multi-omics technology and its implications for ornamental plants
Population genetic studies have long been an essential part of dissecting important traits of crops. The advent of genomic resources has significantly enhanced the efficiency of genetic mapping studies. Concurrently, the integration of multi-omics approaches affords a comprehensive perspective of pl...
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| Format: | Article |
| Language: | English |
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Maximum Academic Press
2024-01-01
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| Series: | Ornamental Plant Research |
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| Online Access: | https://www.maxapress.com/article/doi/10.48130/opr-0024-0020 |
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| author | Bixuan Cheng Wenting Du Peter M. Bourke Chao Yu |
| author_facet | Bixuan Cheng Wenting Du Peter M. Bourke Chao Yu |
| author_sort | Bixuan Cheng |
| collection | DOAJ |
| description | Population genetic studies have long been an essential part of dissecting important traits of crops. The advent of genomic resources has significantly enhanced the efficiency of genetic mapping studies. Concurrently, the integration of multi-omics approaches affords a comprehensive perspective of plant systems, enabling researchers to investigate the correlations between genetic variations and horticultural traits across multiple dimensions. This review summarized studies combining forward genetics with multi-omics resources to analyze the genetic basis of important traits in horticultural crops. The strategies for the effective application of these integrated approaches in the genetic dissection of ornamental plant populations was discussed. The challenges in processing large dataset were acknowledged and promising prospects of artificial intelligence (AI) when addressing such issues were outlined. The review aims to provide guidance for population genetic research of horticultural crops and ornamental plants in the multi-omics era. |
| format | Article |
| id | doaj-art-c6f8f3df87f64a758e30bdc403d44ec8 |
| institution | OA Journals |
| issn | 2769-2094 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | Maximum Academic Press |
| record_format | Article |
| series | Ornamental Plant Research |
| spelling | doaj-art-c6f8f3df87f64a758e30bdc403d44ec82025-08-20T02:12:30ZengMaximum Academic PressOrnamental Plant Research2769-20942024-01-014111010.48130/opr-0024-0020opr-0024-0020Population genetics of horticultural crops aided by multi-omics technology and its implications for ornamental plantsBixuan Cheng0Wenting Du1Peter M. Bourke2Chao Yu3State Key Laboratory of Efficient Production of Forest Resources, Beijing Key Laboratory of Ornamental Plants Germplasm Innovation and Molecular Breeding, National Engineering Research Center for Floriculture and School of Landscape Architecture, Beijing Forestry University, Beijing 100083, ChinaState Key Laboratory of Efficient Production of Forest Resources, Beijing Key Laboratory of Ornamental Plants Germplasm Innovation and Molecular Breeding, National Engineering Research Center for Floriculture and School of Landscape Architecture, Beijing Forestry University, Beijing 100083, ChinaPlant Breeding, Wageningen University & Research, Wageningen 6708PB, The NetherlandsState Key Laboratory of Efficient Production of Forest Resources, Beijing Key Laboratory of Ornamental Plants Germplasm Innovation and Molecular Breeding, National Engineering Research Center for Floriculture and School of Landscape Architecture, Beijing Forestry University, Beijing 100083, ChinaPopulation genetic studies have long been an essential part of dissecting important traits of crops. The advent of genomic resources has significantly enhanced the efficiency of genetic mapping studies. Concurrently, the integration of multi-omics approaches affords a comprehensive perspective of plant systems, enabling researchers to investigate the correlations between genetic variations and horticultural traits across multiple dimensions. This review summarized studies combining forward genetics with multi-omics resources to analyze the genetic basis of important traits in horticultural crops. The strategies for the effective application of these integrated approaches in the genetic dissection of ornamental plant populations was discussed. The challenges in processing large dataset were acknowledged and promising prospects of artificial intelligence (AI) when addressing such issues were outlined. The review aims to provide guidance for population genetic research of horticultural crops and ornamental plants in the multi-omics era.https://www.maxapress.com/article/doi/10.48130/opr-0024-0020genetic mappingassociation studiesgenomicsmulti-omicshorticultural traits |
| spellingShingle | Bixuan Cheng Wenting Du Peter M. Bourke Chao Yu Population genetics of horticultural crops aided by multi-omics technology and its implications for ornamental plants Ornamental Plant Research genetic mapping association studies genomics multi-omics horticultural traits |
| title | Population genetics of horticultural crops aided by multi-omics technology and its implications for ornamental plants |
| title_full | Population genetics of horticultural crops aided by multi-omics technology and its implications for ornamental plants |
| title_fullStr | Population genetics of horticultural crops aided by multi-omics technology and its implications for ornamental plants |
| title_full_unstemmed | Population genetics of horticultural crops aided by multi-omics technology and its implications for ornamental plants |
| title_short | Population genetics of horticultural crops aided by multi-omics technology and its implications for ornamental plants |
| title_sort | population genetics of horticultural crops aided by multi omics technology and its implications for ornamental plants |
| topic | genetic mapping association studies genomics multi-omics horticultural traits |
| url | https://www.maxapress.com/article/doi/10.48130/opr-0024-0020 |
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